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Table 8 AUC scores for BP terms

From: MS-k NN: protein function prediction by integrating multiple data sources

Algorithm

Threshold

Top n

Weighted threshold

TermAUC

Prior

0.898

0.630

0.822

0.500

BLAST

0.771

0.633

0.697

0.648

Gotcha

0.748

0.637

0.677

0.666

k NN (1 source)

0.811

0.642

0.724

0.651

MS-k NN (3 sources)

0.893

0.636

0.818

0.650